{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T01:23:26Z","timestamp":1780449806256,"version":"3.54.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"DFG","award":["392401413"],"award-info":[{"award-number":["392401413"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Affective Comput."],"published-print":{"date-parts":[[2022,7,1]]},"DOI":"10.1109\/taffc.2020.3043603","type":"journal-article","created":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T03:10:52Z","timestamp":1607569852000},"page":"1155-1167","source":"Crossref","is-referenced-by-count":44,"title":["Unraveling ML Models of Emotion With NOVA: Multi-Level Explainable AI for Non-Experts"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2074-4280","authenticated-orcid":false,"given":"Alexander","family":"Heimerl","sequence":"first","affiliation":[{"name":"Lab for Human-Centered AI, Augsburg University, Augsburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Katharina","family":"Weitz","sequence":"additional","affiliation":[{"name":"Lab for Human-Centered AI, Augsburg University, Augsburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tobias","family":"Baur","sequence":"additional","affiliation":[{"name":"Lab for Human-Centered AI, Augsburg University, Augsburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2367-162X","authenticated-orcid":false,"given":"Elisabeth","family":"Andre","sequence":"additional","affiliation":[{"name":"Lab for Human-Centered AI, Augsburg University, Augsburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2019.8925519"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2901499"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502223"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s13218-020-00632-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.2200\/s00429ed1v01y201207aim018"},{"key":"ref6","first-page":"467","article-title":"Combining human and machine intelligence in large-scale crowdsourcing","volume-title":"Proc. Int. Conf. Auton. Agents Multiagent Syst.","author":"Kamar"},{"key":"ref7","first-page":"45","article-title":"Support vector machine active learning with applications to text classification","volume":"2","author":"Tong","year":"2002","journal-title":"J. Mach. Learn. Res."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1899412.1899414"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISWC.2008.4911590"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2818346.2820774"},{"key":"ref11","first-page":"1421","article-title":"The CAMOMILE collaborative annotation platform for multi-modal, multi-lingual and multi-media documents","volume-title":"Proc. 10th Int. Conf. Lang. Resour. Eval.","author":"Poignant"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2015.7344680"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675214"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3025171.3025231"},{"key":"ref15","article-title":"AI now 2019 report","author":"Kate","year":"2019"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s11747-019-00710-5"},{"key":"ref17","article-title":"Interpretable machine learning a guide for making black box models explainable","author":"Molnar","year":"2019"},{"key":"ref18","volume-title":"Introduction to Machine Learning Interpretability","author":"Hall","year":"2018"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"issue":"93","key":"ref20","first-page":"1","article-title":"Innvestigate neural networks!","volume":"20","author":"Alber","year":"Feb. 2019","journal-title":"J. Mach. Learn. Res."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3321\/j.issn:0529-6579.2007.z1.029"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1518\/hfes.46.1.50_30392"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/RO-MAN46459.2019.8956463"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2021.103571"},{"key":"ref25","first-page":"1","article-title":"\u201cLet me explain!","author":"Weitz","year":"2020","journal-title":"J. Multimodal User Interfaces"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1518\/001872008X288574"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1177\/0018720814547570"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/11429760_2"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/9780470479216.corpsy0836"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.2307\/249688"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1037\/0021-9010.72.2.307"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s40593-015-0091-7"},{"key":"ref33","article-title":"Special eurobarometer 460","year":"2017","journal-title":"Attitudes Towards the Impact of Digitisation Autom. Daily Life. Eurobarometer Report"},{"key":"ref34","article-title":"Performance","author":"Nugent"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/s0166-4115(08)62386-9"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2016.1220729"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/800045.801613"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4324\/9781315802725-5"},{"key":"ref39","article-title":"Considerations on explainable ai and users\u2019 mental models","volume-title":"Where is the Human? Bridging the Gap Between AI and HCI","author":"Rutjes","year":"2019"},{"key":"ref40","first-page":"137","article-title":"A survey of interpretability and explainability in human-agent systems","volume-title":"Proc. 2nd Workshop Explainable Artif. Intell.","author":"Richardson"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-12-816718-2.00012-9"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_00990"},{"key":"ref43","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref44","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2015"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2017.2740923"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1037\/h0030377"},{"key":"ref47","article-title":"Metrics for explainable AI: challenges and prospects","author":"Hoffman","year":"2018"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1207\/s15327566ijce0401_04"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/s0166-4115(08)62386-9"},{"key":"ref50","first-page":"7","article-title":"","volume-title":"Proc. 19th ACM Int. Conf. Intell. Virt. Agents","author":"Weitz"},{"key":"ref51","first-page":"19","article-title":"How people explain action (and autonomous intelligent systems should too)","volume-title":"AAAI Fall Symp. AI-HRI","author":"De Graaf"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2018.07.007"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-43823-4_16"},{"key":"ref54","doi-asserted-by":"crossref","first-page":"2426","DOI":"10.1080\/17470218.2013.789065","article-title":"Emotion recognition: The role of featural and configural face information","volume":"66","author":"Schmid","year":"2013","journal-title":"Quart. J. Exp. Psychol."},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2016.31"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2019.2954667"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.10.010"}],"container-title":["IEEE Transactions on Affective Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165369\/9874971\/09288932.pdf?arnumber=9288932","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T23:45:01Z","timestamp":1704843901000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9288932\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,1]]},"references-count":57,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/taffc.2020.3043603","relation":{},"ISSN":["1949-3045","2371-9850"],"issn-type":[{"value":"1949-3045","type":"electronic"},{"value":"2371-9850","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,7,1]]}}}